AggregateMetric#
- class AggregateMetric(func, method='jackknife', name=None, **kwargs)[source]#
Compute metric pairwise.
- Parameters:
- funcfunction
Function that computes the pairwise metric.
- namestr
Name of the metric
Methods
compute(y_true, y_pred)Compute metric and standard error.
- compute(y_true, y_pred)[source]#
Compute metric and standard error.
References
[1]Efron and Stein, (1981), “The jackknife estimate of variance.”
[2]McIntosh, Avery. “The Jackknife Estimation Method”. <http://people.bu.edu/aimcinto/jackknife.pdf>
[3]Efron, Bradley. “The Jackknife, the Bootstrap, and other Resampling Plans”. Technical Report No. 63, Division of Biostatistics, Stanford University, December, 1980.
[4]Jackknife resampling